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How Cisco, LangChain, and Galileo aim to contain 'a Cambrian explosion of AI agents'

Published on: 2025-06-30 03:00:24

Andriy Onufriyenko/Getty Images Around 500 million years ago, the world exploded with complex life. Prior to what is known as the Cambrian era, the planet was populated primarily with simple, microscopic organisms. But during the Cambrian period, creatures with complex body structures emerged. Scientists who study such things call this the "Cambrian explosion" because it was a period of rapid evolution. Major animal groups emerged, competition and predation for food resources increased, and new ecosystems appeared. Also: Crawl, then walk, before you run with AI agents, experts recommend As you might imagine, the lab rats and grant chasers are still debating why it all happened so "suddenly." In evolutionary terms, "suddenly" is about 20 million years. The consensus is that a bunch of factors came together, including increased oxygen levels, genetic transformations, environmental changes, and a sort of arms race fostered by natural selection. Why the sudden history lesson in an art ... Read full article.